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  Multi-loop Pilot Behaviour Identication in Response to Simultaneous Visual and Haptic Stimuli

Olivari, M., Nieuwenhuizen, F., Venrooij, J., Bülthoff, H., & Pollini, L. (2012). Multi-loop Pilot Behaviour Identication in Response to Simultaneous Visual and Haptic Stimuli. In AIAA Modeling and Simulation Technologies Conference 2012 (pp. 892-914).

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資料種別: 会議論文

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 作成者:
Olivari, M, 著者
Nieuwenhuizen, FM1, 著者           
Venrooij, J1, 著者           
Bülthoff, HH1, 著者           
Pollini, L, 著者
所属:
1Department Human Perception, Cognition and Action, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497797              

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 要旨: The goal of this paper is to better understand how the neuromuscular system of a pilot, or more generally an operator, adapts itself to dierent types of haptic aids during a pitch control task. A multi-loop pilot model, capable of describing the human behaviour during a tracking task, is presented. Three dierent identication techniques were investigated in order to simultaneously identify neuromuscular admittance and the visual response of a human pilot. In one of them, the various frequency response functions that build up the pilot model are identied using multi-inputs linear time-invariant models in ARX form. A second method makes use of cross-spectral densities and diagram block algebra to obtain the desired frequency response estimates. The identication techniques were validated using Monte Carlo simulations of a closed-loop control task. Both techniques were compared with the results of another identication method well known in literature and based on cross-spectral density estimates. All those methods were applied in an experimental setup in which pilots performed a pitch control task with dierent haptic aids. Two dierent haptic aids for tracking task are presented, a Direct Haptic Aid and an Indirect Haptic Aid. The two haptic aids were compared with a baseline condition in which no haptic force was used. The data obtained with the proposed method provide insight in how the pilot adapts his control behavior in relation to dierent haptic feedback schemes. From the experimental results it can be concluded that humans adapt their neuromuscular admittance in relation with dierent haptic aids. Furthermore, the two new identication techniques seemed to give more reliable admittance estimates.

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 日付: 2012-08
 出版の状態: 出版
 ページ: -
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 識別子(DOI, ISBNなど): ISBN: 978-1-62410-183-0
URI: http://arc.aiaa.org/doi/abs/10.2514/6.2012-4795
DOI: 10.2514/6.2012-4795
BibTex参照ID: OlivariNVBP2012
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イベント名: AIAA Modeling and Simulation Technologies Conference 2012
開催地: Minneapolis, MN, USA
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出版物 1

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出版物名: AIAA Modeling and Simulation Technologies Conference 2012
種別: 会議論文集
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出版社, 出版地: -
ページ: - 巻号: - 通巻号: - 開始・終了ページ: 892 - 914 識別子(ISBN, ISSN, DOIなど): -